{"id":"W4389669477","doi":"10.3390/transplantology4040022","title":"The Impact of Quadriceps Muscle Layer Thickness on Length of Stay of Patients Listed for Renal Transplant","year":2023,"lang":"en","type":"article","venue":"Transplantology","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; London Health Sciences Centre; Alberta Health Services","funders":"","keywords":"Medicine; Sarcopenia; Mann–Whitney U test; Exact test; Percentile; Renal function; Transplantation; Prospective cohort study; Subgroup analysis; Renal transplant; Internal medicine; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003272387,0.0001045179,0.0004194292,0.0001489146,0.00005816928,0.000001020269,0.00009616892,0.0001123666,0.00004279478],"category_scores_gemma":[0.00002439185,0.00006628216,0.0001705744,0.0001999471,0.0001246376,0.00001591318,0.000002487813,0.0001378783,0.000002690918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001771527,"about_ca_system_score_gemma":0.00008256487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001651625,"about_ca_topic_score_gemma":0.00008653742,"domain_scores_codex":[0.9988728,0.0000809029,0.000491877,0.000119626,0.0001713761,0.0002633819],"domain_scores_gemma":[0.9987963,0.0006498735,0.0001585219,0.0001800053,0.000148169,0.00006713554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06565978,0.005130326,0.624512,0.01586902,0.001930034,0.0001058751,0.03403326,0.0003798101,0.197916,0.0189653,0.006403612,0.02909497],"study_design_scores_gemma":[0.006345039,0.002231544,0.9764918,0.000485581,0.0001576959,0.00001479243,0.0001331628,0.0004228539,0.01260301,0.0002720778,0.0007496692,0.00009274724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971802,0.00006329341,0.0002631398,0.0005770541,0.0001302657,0.000513486,0.0008429476,0.00002785738,0.0004018058],"genre_scores_gemma":[0.9990925,0.0004356855,0.0000907599,0.00005610348,0.00002331878,0.00002258797,0.0002174324,0.00001363459,0.00004795988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3519798,"threshold_uncertainty_score":0.2702908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638940224260795,"score_gpt":0.3797068156302891,"score_spread":0.3133174133876812,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}